Artificial intelligence (AI) in textile industry operational modernization

MP Sikka, A Sarkar, S Garg - Research Journal of Textile and Apparel, 2024 - emerald.com
Purpose With the help of basic physics, the application of computer algorithms in the form of
recent advances such as machine learning and neural networking in textile Industry has …

Modeling of textile manufacturing processes using intelligent techniques: a review

Z He, J Xu, KP Tran, S Thomassey, X Zeng… - The International Journal …, 2021 - Springer
As the need for quickly exploring a textile manufacturing process is increasingly costly along
with the complexity in the process. The development of manufacturing process modeling has …

Classification of textile polymer composites: Recent trends and challenges

N Amor, MT Noman, M Petru - Polymers, 2021 - mdpi.com
Polymer based textile composites have gained much attention in recent years and gradually
transformed the growth of industries especially automobiles, construction, aerospace and …

Comfort evaluation of ZnO coated fabrics by artificial neural network assisted with golden eagle optimizer model

N Amor, MT Noman, M Petru, N Sebastian - Scientific Reports, 2022 - nature.com
This paper introduces a novel technique to evaluate comfort properties of zinc oxide
nanoparticles (ZnO NPs) coated woven fabrics. The proposed technique combines artificial …

Neural network-crow search model for the prediction of functional properties of nano TiO2 coated cotton composites

N Amor, MT Noman, M Petru, A Mahmood, A Ismail - Scientific Reports, 2021 - nature.com
This paper presents a new hybrid approach for the prediction of functional properties ie, self-
cleaning efficiency, antimicrobial efficiency and ultraviolet protection factor (UPF), of titanium …

Prediction of functional properties of nano coated cotton composites by artificial neural network

N Amor, MT Noman, M Petru - Scientific Reports, 2021 - nature.com
This paper represents the efficiency of machine learning tool, ie, artificial neural network
(ANN), for the prediction of functional properties of nano titanium dioxide coated cotton …

Green and sustainable method to improve fixation of a natural functional dye onto cotton fabric using cationic dye-fixing agent/D5 microemulsion

MY Hossain, T Jiang, W Zhu, S Sarker… - Journal of Natural …, 2022 - Taylor & Francis
The low fixation rate and colorfastness of natural dyes limit their practical application in
modern textile coloration. Further, hazardous mordants are used in conventional natural …

Influence of fabric structure and finishing pattern on the thermal and moisture management properties of unidirectional water transport knitted polyester fabrics

Y Yang, L Chen, T Naveed, P Zhang… - Textile research …, 2019 - journals.sagepub.com
The thermal-wet-comfort characteristic of fabrics is primary to clothing for human bodies. The
comfort aptitudes in the fabrics increase the significance of attire and are gaining more …

A vision-guided adaptive and optimized robotic fabric gripping system for garment manufacturing automation

YW Choi, J Lee, Y Lee, S Lee, W Jeong, DY Lim… - Robotics and Computer …, 2025 - Elsevier
Automating fabric manipulation in garment manufacturing remains a challenging task due to
the characteristics of limp sheet materials and the diversity of fabrics used. This paper …

Production cost optimization of enzyme washing for indigo dyed cotton denim by combining Kriging surrogate with differential evolution algorithm

J Xu, Z He, S Li, W Ke - Textile Research Journal, 2020 - journals.sagepub.com
The enzyme washing process is extensively applied in the industrial production of denim
garments. The process parameters of enzyme washing have significant effects on washing …